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Comfyui Workflow Generator
作者
tianheihei002
· GitHub ↗
· v1.0.0
· MIT-0
76
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版本数
在 OpenClaw 中安装
/install comfyui-workflow-generator
功能描述
ComfyUI工作流生成器。从自然语言描述生成ComfyUI工作流。基于ComfyGPT研究架构,经历生成→验证→构建三阶段管道。触发词:ComfyUI工作流、生成工作流、ComfyUI自动化。
使用说明 (SKILL.md)
ComfyUI Workflow Generator
基于自然语言描述生成ComfyUI工作流的AI工具。
核心功能
- 自然语言 → ComfyUI工作流(JSON)
- 三阶段管道:Generator(生成)→ Validator(验证)→ Builder(构建)
- 支持 SDXL / Flux / Video 等多种节点类型
- 模块化设计,可在每个阶段介入检查
触发词
「ComfyUI工作流」「生成工作流」「帮我写ComfyUI流程」
使用限制
- 依赖ComfyUI本地环境
- 无法识别训练截止日期后发布的新节点
- 建议在使用前检查工作流的节点兼容性
版本
- Skill 版本: 1.0.0
安全使用建议
This implementation appears to do what it claims, but take these precautions before installing: 1) Review requirements.txt and install the node in an isolated Python environment or container since it depends on torch, sentence-transformers, llama-cpp-python (which may require native compilation). 2) The "Update Node Catalog" step scans your local ComfyUI installation and writes catalog/TinyDB files — that's expected but means the node reads local ComfyUI modules and metadata. 3) Models are expected to be local (GGUF or HuggingFace); check whether you will download models from HuggingFace or provide them locally — automatic downloads can occur only if you run the provided loader code and have network access. 4) If you are unsure, run the node in a disposable VM/container and inspect the created files (catalog/, ComfyUI/models/LLM/) and network activity during initial runs. 5) If you need deeper assurance, review utils/model_loaders/huggingface_loader.py and any code that fetches remote models to confirm there are no unexpected remote endpoints or credentials used.
功能分析
Type: OpenClaw Skill
Name: comfyui-workflow-generator
Version: 1.0.0
The skill bundle is a legitimate implementation of the ComfyGPT research architecture for generating ComfyUI workflows from natural language. It utilizes local LLMs (via llama-cpp-python or transformers) and semantic embeddings to generate, validate, and build workflow JSON files. The code includes a cataloging system to scan locally installed nodes and a layout engine for positioning. File operations are restricted to reading models and writing generated workflows to the standard ComfyUI output directory. No malicious indicators such as data exfiltration, obfuscation, or unauthorized remote execution were detected.
能力标签
能力评估
Purpose & Capability
Name/description (generate ComfyUI workflows from NL) match the code and README: node generator, validator, and builder modules, node cataloging, model loaders, and model manager are all needed for that functionality.
Instruction Scope
SKILL.md and README instruct the user to run an Update Node Catalog which scans the local ComfyUI nodes and catalog files; the code reads local ComfyUI modules, model files, and writes catalog/TinyDB files. This is expected for a node that validates compatibility, but it does mean the skill will read local ComfyUI state and model directories (no extra env vars or unrelated system files are referenced in the provided snippets).
Install Mechanism
There is no platform-level install spec (instruction-only at registry level) but full source is bundled. README instructs cloning and pip installing requirements; it requires llama-cpp-python for GGUF models which may need local compilation. This is proportionate but raises normal build/runtime friction (native build, GPU drivers).
Credentials
The skill requests no environment variables or external credentials. It operates on local ComfyUI paths and local models; configuration resolves paths under ComfyUI custom_nodes and ComfyUI/models/LLM which is coherent for its purpose.
Persistence & Privilege
Flags show no forced always: true and auto-invocation is allowed (the platform default). The code registers a local folder/type for LLM models and writes catalog files, which is expected behavior and limited to the custom node's scope.
如何使用
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install comfyui-workflow-generator - 安装完成后,直接呼叫该 Skill 的名称或使用
/comfyui-workflow-generator触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.0
- 初始版本发布,支持基于自然语言描述生成ComfyUI工作流。
- 实现三阶段管道:生成、验证、构建。
- 支持多种节点类型,包括SDXL、Flux与Video节点。
- 提供模块化设计,允许各阶段自定义检查。
- 需本地ComfyUI环境,暂不支持新节点自动识别。
元数据
常见问题
Comfyui Workflow Generator 是什么?
ComfyUI工作流生成器。从自然语言描述生成ComfyUI工作流。基于ComfyGPT研究架构,经历生成→验证→构建三阶段管道。触发词:ComfyUI工作流、生成工作流、ComfyUI自动化。 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 76 次。
如何安装 Comfyui Workflow Generator?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install comfyui-workflow-generator」即可一键安装,无需额外配置。
Comfyui Workflow Generator 是免费的吗?
是的,Comfyui Workflow Generator 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Comfyui Workflow Generator 支持哪些平台?
Comfyui Workflow Generator 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 Comfyui Workflow Generator?
由 tianheihei002(@tianheihei002)开发并维护,当前版本 v1.0.0。
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